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Story of Two Returns Story of Two Returns
In finance, return is a profit on an investment. It can be used to gauge different metrics, all of which help determine how profitable a investment target is. A positive return represents a profit while a negative return marks a loss.
2022-04-01 Finance
Python Finance
An Introduction to Contract for Differences (CFDs) An Introduction to Contract for Differences (CFDs)
A contract for differences (CFD) is a financial contract that pays the difference between the open and closing trade settlement prices. CFDs are popular in FX and commodities goods since they allow investors to trade the direction of securities in the very short term.
2021-09-21 Finance
Finance CFD Trading
Integrate NLP with Technical Indicators Integrate NLP with Technical Indicators
The aim of this project is to build a model which can make informed buy-and-sell decisions with respect to cryptocurrency trading. The model will do so by leveraging streaming news-feed data (Twitter, Bloomberg, etc.) as well as pricing data (open, close, etc.) to inform its predictions.
2021-06-10 Finance
Python NLP Trading
What is Fundamental Analysis and Technical Analysis What is Fundamental Analysis and Technical Analysis
The dream of early retirement. Most people are not able to do so. Therefore, we should do a good job of financial planning while we are young. It is not impossible to make a lot of profit from investments. In essence, there are two methods to do investment, fundamental analysis and technical analysis. Fundamental analysis considers all the factors that affect a company's financial and profitability factors. Technical analysis side is to look at the line chart, indicators, etc.
2021-03-20 Finance
Fundamental Analysis Technical Analysis
Triple Barrier Method for ML Triple Barrier Method for ML
Time series prediction has been widely applied to the finance industry in applications such as stock market price and commodity price forecasting. Machine learning methods have been widely used in financial time series prediction in recent years. How to label financial time series data to determine the prediction accuracy of machine learning models and subsequently determine final investment returns is a hot topic.
2021-03-15 Finance
Python ML Finance